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Building reliable radiomic models using image perturbation.
Published in:
Scientific Reports, 2022, v. 12, n. 1, p. 1, doi. 10.1038/s41598-022-14178-x
By:
- Teng, Xinzhi;
- Zhang, Jiang;
- Zwanenburg, Alex;
- Sun, Jiachen;
- Huang, Yuhua;
- Lam, Saikit;
- Zhang, Yuanpeng;
- Li, Bing;
- Zhou, Ta;
- Xiao, Haonan;
- Liu, Chenyang;
- Li, Wen;
- Han, Xinyang;
- Ma, Zongrui;
- Li, Tian;
- Cai, Jing
Publication type:
Article
Function-Wise Dual-Omics analysis for radiation pneumonitis prediction in lung cancer patients.
Published in:
Frontiers in Pharmacology, 2022, v. 13, p. 1, doi. 10.3389/fphar.2022.971849
By:
- Bing Li;
- Ge Ren;
- Wei Guo;
- Jiang Zhang;
- Sai-Kit Lam;
- Xiaoli Zheng;
- Xinzhi Teng;
- Yunhan Wang;
- Yang Yang;
- Qinfu Dan;
- Lingguang Meng;
- Zongrui Ma;
- Chen Cheng;
- Hongyan Tao;
- Hongchang Lei;
- Jing Cai;
- Hong Ge
Publication type:
Article
Explainable machine learning via intra-tumoral radiomics feature mapping for patient stratification in adjuvant chemotherapy for locoregionally advanced nasopharyngeal carcinoma.
Published in:
La Radiologia Medica, 2023, v. 128, n. 7, p. 828, doi. 10.1007/s11547-023-01650-5
By:
- Teng, Xinzhi;
- Zhang, Jiang;
- Han, Xinyang;
- Sun, Jiachen;
- Lam, Sai-Kit;
- Ai, Qi-Yong Hemis;
- Ma, Zongrui;
- Lee, Francis Kar-Ho;
- Au, Kwok-Hung;
- Yip, Celia Wai-Yi;
- Chow, James Chung Hang;
- Lee, Victor Ho-Fun;
- Cai, Jing
Publication type:
Article
Multi-omics to predict acute radiation esophagitis in patients with lung cancer treated with intensity-modulated radiation therapy.
Published in:
European Journal of Medical Research, 2023, p. 1, doi. 10.1186/s40001-023-01041-6
By:
- Zheng, Xiaoli;
- Guo, Wei;
- Wang, Yunhan;
- Zhang, Jiang;
- Zhang, Yuanpeng;
- Cheng, Chen;
- Teng, Xinzhi;
- Lam, Saikit;
- Zhou, Ta;
- Ma, Zongrui;
- Liu, Ruining;
- Wu, Hui;
- Ge, Hong;
- Cai, Jing;
- Li, Bing
Publication type:
Article
Comparative Analysis of Repeatability in CT Radiomics and Dosiomics Features under Image Perturbation: A Study in Cervical Cancer Patients.
Published in:
Cancers, 2024, v. 16, n. 16, p. 2872, doi. 10.3390/cancers16162872
By:
- Ma, Zongrui;
- Zhang, Jiang;
- Liu, Xi;
- Teng, Xinzhi;
- Huang, Yu-Hua;
- Zhang, Xile;
- Li, Jun;
- Pan, Yuxi;
- Sun, Jiachen;
- Dong, Yanjing;
- Li, Tian;
- Chan, Lawrence Wing Chi;
- Chang, Amy Tien Yee;
- Siu, Steven Wai Kwan;
- Cheung, Andy Lai-Yin;
- Yang, Ruijie;
- Cai, Jing
Publication type:
Article
Lung Subregion Partitioning by Incremental Dose Intervals Improves Omics-Based Prediction for Acute Radiation Pneumonitis in Non-Small-Cell Lung Cancer Patients.
Published in:
Cancers, 2022, v. 14, n. 19, p. 4889, doi. 10.3390/cancers14194889
By:
- Li, Bing;
- Zheng, Xiaoli;
- Zhang, Jiang;
- Lam, Saikit;
- Guo, Wei;
- Wang, Yunhan;
- Cui, Sunan;
- Teng, Xinzhi;
- Zhang, Yuanpeng;
- Ma, Zongrui;
- Zhou, Ta;
- Lou, Zhaoyang;
- Meng, Lingguang;
- Ge, Hong;
- Cai, Jing
Publication type:
Article
Radiomics-Based Detection of COVID-19 from Chest X-ray Using Interpretable Soft Label-Driven TSK Fuzzy Classifier.
Published in:
Diagnostics (2075-4418), 2022, v. 12, n. 11, p. 2613, doi. 10.3390/diagnostics12112613
By:
- Zhang, Yuanpeng;
- Yang, Dongrong;
- Lam, Saikit;
- Li, Bing;
- Teng, Xinzhi;
- Zhang, Jiang;
- Zhou, Ta;
- Ma, Zongrui;
- Ying, Tin-Cheung;
- Cai, Jing
Publication type:
Article
Improving radiomic model reliability using robust features from perturbations for head-and-neck carcinoma.
Published in:
Frontiers in Oncology, 2022, v. 12, p. 01, doi. 10.3389/fonc.2022.974467
By:
- Xinzhi Teng;
- Jiang Zhang;
- Zongrui Ma;
- Yuanpeng Zhang;
- Saikit Lam;
- Wen Li;
- Haonan Xiao;
- Tian Li;
- Bing Li;
- Ta Zhou;
- Ge Ren;
- Kar-ho Lee, Francis;
- Kwok-hung Au;
- Ho-fun Lee, Victor;
- Tien Yee Chang, Amy;
- Jing Cai
Publication type:
Article

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